T1 Mapping From MPRAGE Acquisitions: Application to the Measurement of the Concentration of Nanoparticles in Tumors for Theranostic Use
hal.structure.identifier | Institut des Sciences Moléculaires [ISM] | |
dc.contributor.author | LAVIELLE, Audrey | |
hal.structure.identifier | NH TherAguix SA [Meylan] | |
dc.contributor.author | BOUX, Fabien | |
hal.structure.identifier | Institut des Sciences Moléculaires [ISM] | |
dc.contributor.author | DEBORNE, Justine | |
hal.structure.identifier | Institut des Sciences Moléculaires [ISM] | |
dc.contributor.author | PINAUD, Noël | |
hal.structure.identifier | NH TherAguix SA [Meylan] | |
dc.contributor.author | DUFORT, Sandrine | |
hal.structure.identifier | Centre Hospitalier Universitaire [CHU Grenoble] [CHUGA] | |
dc.contributor.author | VERRY, Camille | |
hal.structure.identifier | Centre Hospitalier Universitaire [CHU Grenoble] [CHUGA] | |
dc.contributor.author | GRAND, Sylvie | |
hal.structure.identifier | IRMaGe [IRMaGe] | |
hal.structure.identifier | Centre Hospitalier Universitaire [CHU Grenoble] [CHUGA] | |
dc.contributor.author | TROPRÈS, Irène | |
hal.structure.identifier | Institut de Chimie de la Matière Condensée de Bordeaux [ICMCB] | |
dc.contributor.author | VECCO‐GARDA, Clément | |
hal.structure.identifier | NH TherAguix SA [Meylan] | |
dc.contributor.author | LE DUC, Géraldine | |
hal.structure.identifier | Institut de Chimie de la Matière Condensée de Bordeaux [ICMCB] | |
dc.contributor.author | MORNET, Stéphane | |
hal.structure.identifier | Institut des Sciences Moléculaires [ISM] | |
dc.contributor.author | CRÉMILLIEUX, Yannick | |
dc.date.issued | 2023 | |
dc.identifier.issn | 1053-1807 | |
dc.description.abstractEn | Background: The measurement of the concentration of theranostic agents in vivo is essential for the assessment of their therapeutic efficacy and their safety regarding healthy tissue. To this end, there is a need for quantitative T 1 measurements that can be obtained as part of a standard clinical imaging protocol applied to tumor patients. Purpose: To generate T 1 maps from MR images obtained with the magnetization-prepared rapid gradient echo (MPRAGE) sequence. To evaluate the feasibility of the proposed approach on phantoms, animal and patients with brain metastases. Study Type: Pilot. Phantom/Animal model/Population: Solutions containing contrast agents (chelated Gd 3+ and iron nanoparticles), male rat of Wistar strain, three patients with brain metastases. Field Strength/Sequence: A 3-T and 7-T, saturation recovery (SR), and MPRAGE sequences. Assessment: The MPRAGE T 1 measurement was compared to the reference SR method on phantoms and rat brain at 7-T. The robustness of the in vivo method was evaluated by studying the impact of misestimates of tissue proton density. Concentrations of Gd-based theranostic agents were measured at 3-T in gray matter and metastases in patients recruited in NanoRad clinical trial. Statistical Tests: A linear model was used to characterize the relation between T 1 measurements from the MPRAGE and the SR acquisitions obtained in vitro at 7-T. Results: The slope of the linear model was 0.966 (R 2 = 0.9934). MPRAGE-based T 1 values measured in the rat brain were 1723 msec in the thalamus. MPRAGE-based T 1 values measured in patients in white matter and gray matter amounted to 747 msec and 1690 msec. Mean concentration values of Gd 3+ in metastases were 61.47 μmol. Data Conclusion: The T 1 values obtained in vitro and in vivo support the validity of the proposed approach. The concentrations of Gd-based theranostic agents may be assessed in patients with metastases within a standard clinical imaging protocol using the MPRAGE sequence. Evidence Level: 2. Technical Efficacy: Stage 1. | |
dc.description.sponsorship | Initiative d'excellence de l'Université de Bordeaux - ANR-10-IDEX-0003 | |
dc.description.sponsorship | Translational Research and Advanced Imaging Laboratory - ANR-10-LABX-0057 | |
dc.language.iso | en | |
dc.publisher | Wiley-Blackwell | |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/ | |
dc.subject.en | Gd-based nanoparticle | |
dc.subject.en | MPRAGE | |
dc.subject.en | T1 map | |
dc.subject.en | theranostic agent | |
dc.subject.en | tumor | |
dc.title.en | T1 Mapping From MPRAGE Acquisitions: Application to the Measurement of the Concentration of Nanoparticles in Tumors for Theranostic Use | |
dc.type | Article de revue | |
dc.identifier.doi | 10.1002/jmri.28509 | |
dc.subject.hal | Sciences du Vivant [q-bio]/Ingénierie biomédicale/Imagerie | |
bordeaux.journal | Journal of Magnetic Resonance Imaging | |
bordeaux.page | 313-323 | |
bordeaux.volume | 58 | |
bordeaux.issue | 1 | |
bordeaux.peerReviewed | oui | |
hal.identifier | hal-03840727 | |
hal.version | 1 | |
hal.popular | non | |
hal.audience | Internationale | |
hal.origin.link | https://hal.archives-ouvertes.fr//hal-03840727v1 | |
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